Released at

2023-Jan-14

Close at

2023-Jan-31

Job Type

FULLTIME

Salary

SGD 12000 per MONTH

Location

Singapore, , Singapore

Company Description

SHEIN is a global fashion and lifestyle e-retailer committed to making the beauty of fashion accessible to all. We use on-demand manufacturing technology to connect suppliers to our agile supply chain, reducing inventory waste and enabling us to deliver a variety of affordable products to customers around the world. From our global offices, we reach customers in more than 150 countries.

Job Description

    • Participate in full development cycle of machine learning based fraud detection, including design, data processing, develop, deploy, experiment and analyse.
    • Explore, improve and validate suitable cutting-edge algorithms and strategies for various business scenarios, and collaborate with engineering team, business team to meet the set goals.
    • Lead and mentor junior ML engineers, be responsible for anti-fraud work planning and project management.

Requirements

    • Master’s degree (or PhD) in Computer Science, AI, EE or other quantitative discipline. Bachelor’s degree with significant relevant experience will be considered.
    • Proficient in at least one or more of the programming languages, such as Python, C++. Familiar with Spark, Hive, Tensorflow, etc.
    • 4+ years of experience with one or more of the following domains, such as search algorithm, NLP, recommender system and ads algorithm, etc.
    • Familiarity with one or more NLP/matching/ranking model, such as Bert, DSSM, YoutubeDNN, LR, DIN, ESMM.
    • Experience with large dataset modelling in e-commerce or other industry field.
    • Possess strong analytical and problem-solving capabilities and keen to solve challenging problems.

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